MCP Server Quality Scores

Independent quality analysis of 43536 public MCP servers

43536
Discovered
29465
Scored
2111
Verified
16952
Complete

Last updated 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37151
jakobwennberg
fortnox Claim 1
MCP server for Fortnox Swedish accounting API integration
N/A N/A 75
37152
famtong8-dev
Provides JavaScript/TypeScript code intelligence via LSP, enabling goto definit…
N/A N/A
37153
lazymac2x
Cloudflare Workers MCP server: api-response-cost-analyzer
37154
mmerlino23
Hubstaff MCP Claim
Enables access to Hubstaff team time tracking, daily activities, screenshots, a…
81
37155
mediar-ai
screenpipe Claim
🎖️ 🦀 🏠 🍎 Local-first system capturing screen/audio with timestamped indexing, S…
N/A N/A 95
37156
CogniRelay Claim 1
Self-hosted continuity and collaboration substrate for autonomous agents.
N/A N/A 76
37157
JulioPeixoto
MCP server for integrating with Abacate Pay API, enabling management of custome…
37158
farmhutsoftwareteam
Ableton MCP Claim
Control your Ableton with this MCP and get started to make music
N/A N/A
37159
jpan8866
mcp-weather Claim
Provides real-time weather alerts and forecasts from the National Weather Servi…
N/A N/A
37160
madgicx
Madgicx Claim
Connect directly to your Madgicx account and manage your Meta Ads through plain…
81
37161
TN0123
one-shot-ui Claim
Deterministic UI extraction and screenshot diffing for AI coding agents.
N/A N/A
37162
a2al
A2AL Daemon Claim
Makes any AI agent globally reachable and discoverable—no cloud, domain, or por…
N/A N/A
37163
Eco-Wealth
A local-first MCP server stub that exposes provisioning tools for converting ec…
N/A N/A
37164
prismicio
Deprecated MCP server for Prismic; users are advised to use the new Prismic CLI…
37165
mako10k
A secure MCP server for shell operations, terminal management, and process cont…
N/A N/A
37166
cloud-ru-tech
Lets AI assistants read, search, and post messages in Mattermost channels, mana…
37167
solomonneas
zeek-mcp Claim
An MCP server for Zeek and Suricata, providing intelligent log parsing, queryin…
N/A N/A
37168
derrikjb
Integrates with the Obsidian Local REST API to enable reading, creating, editin…
N/A N/A 95
37169
machhakiran
Enables AI to save, organize, search, and synthesize research materials using a…
N/A N/A
37170
catlog22
codexlens Claim
Semantic code search engine for Claude Code with hybrid search combining vector…
N/A N/A
37171
Varritech
Starter kit for building stateless MCP servers using the 2026 spec, enabling ho…
37172
pkyit
dm-mcp Claim
Provides secure SELECT queries and table structure retrieval for Dameng databas…
37173
Rumblingb
Agent wallet and budget management for AI agents
N/A N/A
37174
FunplayAI
stdio bridge for the local Godot Editor MCP server from FunplayAI/funplay-godot…
N/A N/A
37175
ShaikHafiz-1
Integrates healthcare data from multiple sources (HL7 v2, FHIR, DICOM, device t…
37176
bakhtiersizhaev
Connects OpenEvidence to MCP clients for authenticated research queries using y…
N/A N/A
37177
AllNewsAPI
Enables LLMs to search for news articles, get top headlines, and access compreh…
37178
paoloamato2
A complete MCP server for Fortinet FortiOS 7.6.x that exposes the entire REST A…
37179
Alexendros
Proton Mail MCP via Bridge (IMAP/SMTP) · 13 tools · dual transport stdio + HTTP.
N/A N/A
37180
gen0sec
Enables an LLM to author, validate, and test Wirefilter WAF and Smart Firewall …
37181
douglac
Banco MCP Claim
Brazilian Open Finance MCP — 30+ banks (Itaú, Nubank, etc.) to Claude/Cursor. R…
37182
Augustas11
AntFeed Claim
Discover and transact on the AntSeed P2P AI network from any MCP-compatible age…
N/A N/A
37183
mnove
Provides a foundation for building MCP servers that expose UI component registr…
37184
cyanheads
Domain registration, availability, DNS records, and IP/ASN resolution via RDAP …
N/A N/A
37185
sAndreotti
Allows AI clients to list, inspect, and manage n8n workflows.
37186
NotHarshhaa
devops-mcp Claim
Unified MCP server for Kubernetes, ArgoCD, Prometheus, PagerDuty, and Loki
N/A N/A
37187
clauxel
Paid remote MCP for agent code search routing MCP, structured receipts, audit l…
37188
ShunyaAI
snow-mcp Claim
A comprehensive MCP server for ServiceNow that provides over 60 pre-built tools…
37189 N/A N/A 95
37190
iamjamb
Use this for coding-agent screenshot release ops via MCP or CLI; not translatio…
N/A N/A 95
37191
NosytLabs
Enables privacy-focused web searches through the Presearch API and web content …
81
37192
Rule-tiered AST and sqlite-vec capability oracle for A-MEM agent workflows.
N/A N/A 81
37193
lesleslie
Enables CSS analysis with 150+ metrics, MDN documentation retrieval, and browse…
N/A N/A
37194
thevgergroup
MCP server for Apollo.io B2B database enabling people and company search, enric…
37195
ICS-cz
clariBI Claim
AI business intelligence: sign up, ingest data, run analyses, generate reports …
37196
ejsinfuego
A local MCP server for AI assistants to store and retrieve personal memories on…
N/A N/A
37197
torinvdb
kanka-mcp Claim
Enables MCP-compatible agents to authenticate to a Kanka account and interact w…
37198
lesleslie
Enables AI agents to create and manipulate live visual diagrams on an Excalidra…
N/A N/A
37199
ben-2wnm
AI memory layer for fractional CMOs managing multiple clients. Each client gets…
N/A N/A 95
37200 N/A N/A 95
Showing 37151–37200 of 43536 servers
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